You're not being specific enough. It sounds like you're not asking the question you really want to ask. That's why I don't like these vague questions; it just ends up wasting everyone's time in responding, rather than just getting to the point.
Are love, joy, and peace spiritual or physical? Can they be both spiritual and physical depending on the context? If someone is sad because a loved one died, did God cause that? Could it be yes or no since God oversees all things, allowing the person to die, and then causing the indirect result of that sadness?
As it is written, There is none righteous, no, not one: There is none that understandeth, there is none that seeketh after God. They are all gone out of the way, they are together become unprofitable; there is none that doeth good, no, not one. Their throat is an open sepulchre; with their tongues they have used deceit; the poison of asps is under their lips: Whose mouth is full of cursing and bitterness: Their feet are swift to shed blood: Destruction and misery are in their ways: And the way of peace have they not known: There is no fear of God before their eyes.
-Rom 3:10-18
Is this peace spiritual? Can no man know it without God? Is peace simply a feeling that is physical?
These are questions that could go on and on and on. That's why I hate these fishing expeditions. I just want people to quit hiding whatever they really want to ask, and just tell the story and ask it the specific question.